Treatment effects in sample selection models and their nonparametric estimation

DOI10.1016/J.JECONOM.2011.09.018zbMath1441.62790OpenAlexW1992170054MaRDI QIDQ738157

Myoung-jae Lee

Publication date: 15 August 2016

Published in: Journal of Econometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jeconom.2011.09.018

zbMATH Keywords

sensitivity analysismatchingsample selectiontreatment effect\(U\)-statistic

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Nonparametric estimation (62G05)

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Cites Work

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• Nonparametric estimation of regression functions with both categorical and continuous data
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• Principal Stratification in Causal Inference
• Identification of Causal Effects Using Instrumental Variables
• Non-Parametric Tests for Distributional Treatment Effect for Randomly Censored Responses
• On the Strong Law of Large Numbers and Related Results for Quasi-Stationary Sequences
• Asymptotic Statistics
• Identification and Estimation of Local Average Treatment Effects
• Median Treatment Effect in Randomized Trials
• Large Sample Properties of Matching Estimators for Average Treatment Effects
• Testing Statistical Hypotheses
• Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings

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